SOXX vs. CHAT ETF: Semiconductor Chips Beat AI Software - Yahoo Finance

As of July 4, 2026, market analysis highlights that semiconductor chip investments have outperformed AI software-related funds. A comparison between the iShares Semiconductor ETF (SOXX) and the Roundh... Read original →

The outperformance of semiconductor hardware isn't serendipity—it's the convergence of explosive AI compute demand and the scarcity of advanced nodes. With 3nm and EUV lithography confining leading-edge capacity to TSMC (Taiwan, China) and a handful of others, 'manufacturing is the moat.' This forces NVIDIA and Broadcom into precarious foundry dependencies, inflating capex and supply chain fragility. Despite U.S. CHIPS Act subsidies, equipment bottlenecks and talent shortages will delay meaningful domestic capacity until 2027. Meanwhile, software-centric firms like Alphabet hit energy-efficiency walls without custom silicon—algorithms alone can't overcome physics. Over the next 12–24 months, SOXX-like exposure will gain from HBM and CoWoS packaging advances, while CHAT’s returns may erode under soaring AI infrastructure leasing costs. Tightening U.S.-EU export controls on semiconductor tools will further widen the risk premium between hardware and software ETFs.